Publications

Explore my contributions to clinical research, data science, and military medicine through peer-reviewed publications and scholarly work. I have contributed to many advances in scientific knowledge with rigorous statistical and data-driven methodologies. Below, find a curated selection of my recent publications, sourced from Google Scholar, PubMed, and ORCID.

Selected Publications

  • Stallings, J.D., et al. (2023). "APPRAISE-HRI: An Artificial Intelligence Algorithm for Triage of Hemorrhage Casualties." Shock, 60(2), 199-205.
    DOI: 10.1097/SHK.0000000000002166 | PubMed | PMCID: PMC10476583
    Description: Developed an AI-based algorithm (APPRAISE-HRI) using vital signs to stratify hemorrhage risk in trauma patients, enhancing triage decision-making in military and civilian settings. This technology was later FDA cleared, which was the first AI software for Hemorrhage Triage of Combat Casualties.

  • Fisher, A.D., Stallings, J.D., et al. (2024). "A Safety and Feasibility Analysis on the Use of Cold-Stored Platelets in Combat Trauma." Journal of Trauma and Acute Care Surgery, 97(2S Suppl 1), S91-S97.
    DOI: 10.1097/TA.0000000000004334 | PubMed
    Description: Evaluated the safety of cold-stored platelets in combat trauma, supporting their logistical feasibility for military damage-control resuscitation strategies.

  • Rizzo, J.A., Liu, N.T., Stallings, J.D., et al. (2023). "The Battle of the Titans—Comparing Resuscitation Between Five Major Burn Centers Using the Burn Navigator." Journal of Burn Care & Research, 44(2), 446-451.
    DOI: 10.1093/jbcr/irac095 | PubMed
    Description: Analyzed fluid resuscitation across major burn centers using the Burn Navigator, demonstrating effective titration and low complication rates in burn care.

View Full Publication Lists

My publications advance trauma care, military medicine, and clinical research through innovative data science and statistical methodologies. From AI-driven triage to optimized resuscitation, my work informs practice and saves lives. Contact me to collaborate or learn more about my research.